Triple
T6467976
| Position | Surface form | Disambiguated ID | Type / Status |
|---|---|---|---|
| Subject | SCAP Public Health and Welfare Division leadership |
E142275
|
entity |
| Predicate | cooperatedWith |
P435
|
FINISHED |
| Object | United States Public Health Service personnel |
E31381
|
NE FINISHED |
How this triple was built (2 steps)
Every LLM step that produced this triple, in pipeline order — named-entity classification, the disambiguation choices (the exact options shown, with the pick highlighted), and the generated description. The batch + timestamp of each is in the Provenance table below.
NER
Named-entity recognition
gpt-5-mini
Instruction
Given a phrase, classify it is english named entity (e.g., persons, organizations, works of art) in Latin script, or not (e.g., literals, dates, URLs, verbose phrases). For disambiguation, the statement where the phrase occurs as object is also given. Please return a JSON object with `phrase` (string, the phrase being analyzed) and `is_ne` (boolean, indicating whether the phrase is a Named Entity).
Input
Phrase: United States Public Health Service personnel | Statement: [SCAP Public Health and Welfare Division leadership, cooperatedWith, United States Public Health Service personnel]
NED1
Entity disambiguation (via context triple)
gpt-5-mini-2025-08-07
Target entity: United States Public Health Service personnel Context triple: [SCAP Public Health and Welfare Division leadership, cooperatedWith, United States Public Health Service personnel]
-
A.
U.S. Public Health Service Commissioned Corps officers
chosen
U.S. Public Health Service Commissioned Corps officers are uniformed health professionals who serve in federal public health roles to protect, promote, and advance the health and safety of the United States.
-
B.
Public Health Service
The Public Health Service is a U.S. federal health agency responsible for protecting and promoting the nation’s public health through research, regulation, and disease prevention programs.
-
C.
United States Medical Department (Army)
The United States Medical Department (Army) was the branch of the U.S. Army responsible for providing medical care, sanitation, and health services to soldiers and military personnel.
-
D.
United States Public Health Service Commissioned Corps uniforms
The United States Public Health Service Commissioned Corps uniforms are the distinctive naval-style dress and duty uniforms worn by officers of the USPHS, symbolizing their federal commissioned status and public health mission.
-
E.
U.S. Marine Corps personnel
U.S. Marine Corps personnel are members of the United States Marine Corps, an elite branch of the U.S. Armed Forces specializing in expeditionary and amphibious military operations.
- F. None of above.
- G. Unsure - the case is ambiguous/there is not enough information to decide.
Provenance (3 batches)
The batch behind each pipeline step, in order, with when it ran. Timestamps are batch-level — stages were processed in waves, so the object chain (NER → NED1 → NEDg → NED2) reads in order, but predicate / elicitation batches can sit in a different wave.
| Step | Stage | Batch ID | Status | When |
|---|---|---|---|---|
| creating | Elicitation | batch_69c008d3bf4c8190bcf798c5ba9d6fb3 |
completed | March 22, 2026, 3:20 p.m. |
| NER | Named-entity recognition | batch_69c06a1461f08190b75f97c0bb3b0be6 |
completed | March 22, 2026, 10:15 p.m. |
| NED1 | Entity disambiguation (via context triple) | batch_69c64bed24b881909ade4e5451153986 |
completed | March 27, 2026, 9:20 a.m. |
Created at: March 22, 2026, 4:49 p.m.